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Google Coral Dev Board

Google Coral Dev Board

A single-board computer with a removable system-on-module for edge AI applications.

hardwareDevelopment BoardsEdge AISingle-Board ComputerMachine Learning
Our Verdict

Best for

Rapid prototyping of low-power edge AI devices using TensorFlow Lite.

Skip if

You need sustained heavy workloads or guaranteed long-term hardware availability.

What is Google Coral Dev Board?

The Google Coral Dev Board is a powerful single-board computer designed for rapid prototyping of low-power edge AI devices. It features Google's proprietary Edge TPU coprocessor, capable of performing 4 trillion operations per second while consuming very little energy. Equipped with a complete system containing NXP i.MX 8M SoC, LPDDR4 RAM, and onboard wireless connectivity, the board runs a specialized Debian-based Linux system called Mendel. It provides developers with a complete, out-of-the-box environment to build and deploy high-performance machine learning models locally at the edge.

SpecificationsAI-estimated

msrp$149.99
weight250g
warranty1 year
dimensions88 mm x 60 mm
open sourceโŒ No
connectivityGigabit Ethernet, Wi-Fi 2x2 MIMO 802.11b/g/n/ac, Bluetooth 4.2
power sourceUSB Powered

Key Features of Google Coral Dev Board

Integrates Google's Edge TPU coprocessor to execute state-of-the-art mobile vision models at high frames per second with minimal power consumption.
Features a removable system-on-module (SOM) that can be easily integrated into custom hardware designs and production boards.
Supports TensorFlow Lite framework, allowing developers to compile and run pre-trained or custom machine learning models directly on the device.
Runs Mendel Linux, a derivative of Debian tailored specifically for edge computing and hardware acceleration.
Includes a rich set of peripheral interfaces including USB Type-C, USB Type-A, HDMI, and a 40-pin GPIO header for connecting sensors and actuators.
Provides built-in Wi-Fi 2x2 MIMO 802.11b/g/n/ac and Bluetooth 4.2 for versatile wireless communication and networking.
Offers a cryptographic co-processor for secure boot and key storage to protect enterprise deployments and sensitive local data.

Use Cases for Google Coral Dev Board

1

Smart Security Cameras

Deploy local facial recognition and object detection in security systems without relying on cloud bandwidth.

2

Industrial Automation

Implement real-time quality control and defect detection on manufacturing assembly lines using computer vision.

3

Smart Home Hubs

Build responsive voice-controlled assistants and automation controllers that process audio commands entirely offline.

4

Edge AI Prototyping

Rapidly prototype machine learning concepts and test neural network models in a physical hardware environment.

Pros & Cons of Google Coral Dev Board

Pros

  • High-speed local inferencing via Edge TPU
  • Removable SOM simplifies custom board design
  • Full Linux development environment
  • Low power consumption during heavy AI workloads

Cons

  • Can run quite warm under sustained heavy loads
  • Limited to TensorFlow Lite models
  • Discontinued or supply-constrained availability in recent years

Frequently Asked Questions

What is the Edge TPU?

The Edge TPU is a small ASIC designed by Google that provides high-performance machine learning inferencing for low-power devices.

Can I run standard full TensorFlow models on it?

No, models must be converted and quantized to TensorFlow Lite format to run on the Edge TPU.

What operating system does the Dev Board use?

It runs Mendel Linux, which is a derivative of Debian designed specifically for the board's architecture.

Is the system-on-module removable?

Yes, the baseboard features a removable SOM using a board-to-board connector so you can integrate it into your own custom carrier boards.

Paid (One-time)

Detailed plans are not listed. Visit the official website for pricing information.

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Tags

Edge AISingle-Board ComputerMachine LearningGoogleDeveloper Tools

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